INF 420 - Data Mining, Warehousing & Modeling

Institution:

Lincoln University of Pennsylvania

Subject:

Information Technology

Description:

Organizations collect phenomenal amounts of institutional and client data from a variety of sources which they store and warehouse in a multiplicity of formats, platforms, architectures and databases. This course applies data mining concepts and algorithms, statistical techniques, data analysis, and decision modeling to find and retrieve data, classify data, explore data, generate hypothesis and learn from data. Neural networks, decision trees, fuzzy logic, and linguistic ambiguity technologies are utilized to discover knowledge characteristics and pattern relationships that guide enterprise decision-making. Several case studies promote experiential learning as students learn about data mining and modeling by doing data mining and modeling. ERP and related technologies will inform this course.

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.lincoln.edu

Phone Number:

(484) 365-8000

Regional Accreditation:

Middle States Association of Colleges and Schools

Calendar System:

Semester

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